AINeutralarXiv – CS AI · Apr 76/10
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AI Governance Control Stack for Operational Stability: Achieving Hardened Governance in AI Systems
Researchers propose a six-layer AI Governance Control Stack for Operational Stability to ensure traceable and resilient AI system behavior in high-stakes environments. The framework integrates version control, verification, explainability logging, monitoring, drift detection, and escalation mechanisms while aligning with emerging regulatory frameworks like the EU AI Act and NIST standards.